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Analyse Bayésienne de la Capabilité des Processus×Analyse de la Capabilité des Processus (Cp, Cpk)×
DomainePlans d'expériencesStatistique
FamilleProcess / pipelineProcess / pipeline
Année d'origineClassical PCA: 1986; Bayesian extensions: 1990s–2000s1986
Auteur d'origineBayesian extensions developed by multiple authors including Bernardo, Smith, and Vannman; classical PCA by Juran and Kane (1986)Victor Kane
TypeBayesian statistical quality methodQuantitative process evaluation index
Source fondatriceKotz, S., & Johnson, N. L. (2002). Process Capability Indices — A Review, 1992–2000. Journal of Quality Technology, 34(1), 2–19. link ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
AliasBayesian PCA, Bayesian capability indices, Bayesian Cp/Cpk estimation, Bayesian process performance analysisProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Apparentées52
RésuméBayesian Process Capability Analysis integrates Bayesian inference with classical capability indices (Cp, Cpk, Cpm) to estimate how well a production process meets specification limits. Rather than relying solely on observed sample data, it incorporates prior knowledge about process parameters — yielding more stable and credible estimates of process capability, especially under small sample sizes common in manufacturing and quality engineering.Process Capability Analysis quantifies how well a manufacturing or business process produces output within specified tolerance limits. Introduced formally by Victor Kane in 1986, it summarises process spread and centering into dimensionless indices — most notably Cp and Cpk — allowing engineers and quality managers to judge whether a stable process is inherently capable of meeting customer or design specifications consistently.
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ScholarGateComparer des méthodes: Bayesian Process Capability Analysis · Process Capability Analysis. Consulté le 2026-06-15 sur https://scholargate.app/fr/compare